Nosworthy was sent-off by referee Matt Messias for denying Nathan Blake a clear goalscoring opportunity in the 4-0 home defeat by Wolves.
Gills player/boss Andy Hessenthaler said: "He is only a young boy and it means will miss him for a match which is a big blow."